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Anthropic claims coding is no longer the bottleneck after its monorepo hit 30,000+ merges in a day, and it migrated off Git to a Claude-built version control system called Scion. The post sparks discussion on where engineering effort shifts when AI handles coding autonomously.
Anthropic 推出了自研的版本控制系统 Scion 及配套代码评审平台 Antique，用以取代其 monorepo 中的 git，以应对 Claude 代码生成带来的超人类规模合并压力（日均合并量从 2,500 增至 30,000+）。
作者回顾了在 ZipRecruiter 的 Git monorepo 中因部署产生数千个 refs 导致性能和可维护性问题，并提出一种用 Git 自身对象历史机制记录每个应用部署历史的替代方案，取代海量 tag refs 的做法。
Kent C. Dodds announced that he conducted test surgery on the Kody project, removing approximately 70,000 lines of tests. Kody is an AI agent assistant built on Cloudflare Workers and the Model Context Protocol.
The article introduces 'tine', a Buck2-based build system designed for building bootable operating system images with hermetic, reproducible builds and support for monorepo iteration.
Engineers at Thoughtworks conducted an experiment using AI agents in a monorepo to build an airline IROps system, discovering emergent coordination through shared plans and frequent commits.
The article discusses why Google stores all its code in a single repository, exploring the benefits and challenges of monorepo practices in large-scale software development.
The author discusses the challenges of scaling monorepos with AI tools like Codex, noting increased token consumption as codebases grow and suggesting that loosely coupled modules may be needed to handle AI context limits.
The author reflects on the rapid growth of Kanary's monorepo and the parallel increase in Codex's token consumption, suggesting that loose coupling of modules might be necessary due to AI context limitations.
The article discusses strategies for engineering AI agent skills at scale, including context minimization, lazy-loading, executable operations, and outcome-based measurement.
Uber open-sourced SubmitQueue, a high-performance speculative merge queue that validates multiple changes in parallel against predicted future states of HEAD to keep trunk green at scale.
Cursor explains how it set up cloud environments for coding agents, including a CLI called anydev to simplify build commands, and notes that cloud agents now author over half of merged PRs to its monorepo.
Kody is an experimental personal assistant platform built on Cloudflare Workers and MCP; a recent update simplifies integration setup for agents.
Vercel announces Services, allowing users to collocate multiple backend and frontend services in one project with atomic deployment, rollback, preview URLs, and internal networking.
The article discusses in a Q&A format how to enable AI Agents to perform system design and coding in a multi-microservice scenario, focusing on practical experiences with context quality (via monorepo, layered documentation) and validation loops (via contract testing, mock servers).
A README for the RedHatInsights/javascript-clients monorepo that auto-generates Javascript API clients for Swagger/OpenAPI specs, using NX for monorepo management and GitHub Actions for CI/CD and NPM publishing.
Anthropic's blog post details best practices for using Claude Code in large, complex codebases, explaining how agentic search and the 'harness' of extensions like CLAUDE.md files improve navigation and performance at scale.
A retrospective on the evolution of IDEs at Google, from a fragmented ecosystem of individual choices to the development of a cloud-based IDE called Cider that gained popularity for its efficiency in editing and code review.
A developer shares their GitHub Actions setup for testing a Gleam monorepo with separate BEAM and JavaScript runtimes, using matrix strategies and strict formatting checks.
A blog post explaining how to use the Changesets tool for versioning and changelog management in a polyglot monorepo spanning multiple programming languages, leveraging its GitHub Action for custom version and publish scripts.